Research on privacy protection of multi source data based on improved gbdt federated ensemble method with different metrics.
Changyin LuoXuebin ChenJingcheng XuShufen ZhangPublished in: Phys. Commun. (2021)
Keyphrases
- multi source
- data sources
- data sets
- data collection
- data analysis
- training data
- ensemble methods
- raw data
- data fusion
- multiple sources
- original data
- privacy protection
- sensitive information
- xml documents
- decision trees
- machine learning
- high dimensional data
- genetic programming
- input data
- data management
- data objects
- knowledge discovery
- information loss
- relational databases
- statistical databases